: For over 40 years, researchers manually designed decision-tree algorithms like C4.5 and CART by choosing specific components (splitting criteria, stopping rules, etc.) based on trial and error.
: Evolutionary Computation (MIT Press), Volume 21, Issue 4, November 2013 Summary of Research Automatic Design of Decision-Tree Induction Alg...
: Rodrigo C. Barros, Márcio P. Basgalupp, André C.P.L.F. de Carvalho, and Alex A. Freitas : For over 40 years, researchers manually designed
: For those new to the concept, the article "A Practical Tutorial for Decision Tree Induction" provides a foundational overview of the evaluation measures used in these algorithms. : For over 40 years
: It has been successfully applied to specialized fields such as bioinformatics (e.g., predicting flexible-receptor molecular docking data and gene expression analysis) where custom-tailored models are critical. Related Resources